guance.com 56 D
🛡️ SEO 23 🤖 GEO 83 ⚡ Perf 40 🏗️ Arch 63

guance.com — Global SEODiff Score 56/100

guance.com
📊

The AI-Readiness profile for guance.com is strong: an ACRI of 80/100 places it ahead of 94% of domains in the index. Within the developer vertical, this places guance.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A tight 3.0× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

56
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (23) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than guance.com?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)23 × 0.25 = 5.8
🤖 AI Readiness / GEO (40% weight)83 × 0.40 = 33.2
⚡ Performance (20% weight)40 × 0.20 = 8.0
🏗️ Architecture & Trust (15% weight)63 × 0.15 = 9.4
Weighted sum = 5.8 + 33.2 + 8.0 + 9.4
Global SEODiff Score = 56 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
100
Structure
avg 35
0
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #36176
Aligned
Gap
AI (ACRI)
Top 6%
Score 80/100

guance.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why guance.com ranks here

Tech stackExpress
Industrydeveloper
RenderingSSR
Schema coverage0 blocks
Token bloat3.0×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Create an llms.txt file so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt →
  • Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

23/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

83 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

273 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → zh-CN
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ twitter:card
📐 How the SEO Pillar score is calculated

SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)

Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.

🤖

AI Readiness / GEO

83/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the developer sector, hikkoshizamurai.jp (ACRI: 88) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
guance.com
64
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 blocks and uses Custom / Proprietary. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 100/100 — Excellent
Structured Elements 121 elements (121 lists, 0 rows, 0 headers)
Total Words364
Raw Density33.2%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

75
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability75/100 — AI models can easily extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

33%
🗑️ 67%
Useful Content (23.1 KB)Bloat (46.3 KB)
Token Bloat Ratio3.0× — Lean

Multimodal Readiness

Visual Context1% Optimized for Vision
Image Alt Coverage1 / 75 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 1% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

50 Entropy
Fair Token Bloat: Medium
Noise Ratio: 66.7% · SNR: 0.50 · Signal: 5916 / Noise: 11853 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of guance.com and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
观测云 is a real-time data monitoring platform designed to help businesses achieve digital transformation by providing unified monitoring for cloud,
Target Audience
IT operations, DevOps engineers, system administrators, software developers, and businesses seeking comprehensive monitoring solutions.
Pricing Model
Pay-as-you-go, with tiered pricing based on usage and features.
🔗 Integration Partners
GitHubGiteeELKPrometheusGrafanaZabbix
🏆 Competitive Moat
AI-powered sprint planning with real-time resource optimization and a comprehensive, unified monitoring solution for diverse environments.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Server
CDN
HTTP Status200
Load Time2923 ms
Raw HTML Size69.4 KB
Visible Text Size23.1 KB

Performance & Speed

40/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2923 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

941
DOM nodes
69 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated

Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)

TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.

🏗️

Architecture & Trust

63/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

124
internal links
16
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → zh-CN
  • ✓ Meta viewport for mobile
  • ✗ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 64/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for guance.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/guance.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=guance.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 76 pages · Deep-10

Homepage ACRI
64
Single-page score
-27
Severe hidden bloat
Δ delta
Site-Wide ACRI
37
Avg across 76 pages · Range 29–62
🔍
Hidden Bloat Detected

Homepage scores 64, but internal pages average only 37 — a -27-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Total Words
10449
Avg Bloat
216.1×
Page Type ACRI Token Bloat Words Status
https://www.guance.com/billing
观测云-按需购买、按量付费、专业的技术团队,轻松实现系统可观测
pricing 62 26.7× 649 💰 Pricing
https://www.guance.com/learn/articles/article-33
异常追踪频道与 IM 双向互动 | 可观测学堂Observability
blog 53 111.2× 805
https://www.guance.com/learn/articles/cloudnative-autoscaling-01
利用观测云实现业务数据驱动的弹性扩缩容 | 可观测学堂Observability
blog 53 68.2× 1384
https://www.guance.com/support
观测云SaaS版以及观测云私有化部署付费版,帮助企业以中长期视角规划观测方案
pricing 49 59.1× 254 💰 Pricing
https://www.guance.com/learn/articles/article-34
使用 Feature Flags 与可观测工具实现数据库灰度迁移 | 可观测学堂Observability
blog 43 249.0× 350
https://www.guance.com/learn/articles/open_ai
如何一行代码实现 OpenAI 可观测,大幅提升使用体验 | 可观测学堂Observability
blog 43 226.8× 386
https://www.guance.com/learn/articles/article-36
利用大模型反馈故障的解决方案 | 可观测学堂Observability
blog 43 331.9× 256
https://www.guance.com/learn/articles/article-29
客户案例:华律网,通过观测云大幅缩短故障定位时间 | 可观测学堂Observability
blog 43 335.3× 260
https://www.guance.com/learn/articles/article-13
可观测性在灰度发布中的应用 | 可观测学堂Observability
blog 43 386.2× 225
https://www.guance.com/knowledge/view
观测云-云时代的可观测平台_功能全免费,为数据付费
docs 42 105.4× 113
https://www.guance.com/product/intelligentInspection
观测云-多云巡检_业务巡检_自定义巡检_异常预测
product 42 91.2× 129
https://www.guance.com/product/sre
观测云-SRE套件_衡量系统服务_助力系统服务持续稳定
product 42 97.3× 121
https://www.guance.com/product/user_web
首页-观测云-一站式云、云原生、应用及业务的可观测解决方案
product 42 73.6× 174
https://www.guance.com/solution/finance
观测云-互联网金融可观测解决方案-跨团队数据整合实现全面可见性
product 42 104.9× 116
https://www.guance.com/product/log
首页-观测云-一站式云、云原生、应用及业务的可观测解决方案
product 42 108.8× 114
https://www.guance.com/product/app
观测云-无限端到端分布式应用性能观测工具
product 42 84.4× 148
https://www.guance.com/product/programmability
观测云-高度可用的可编程性,DQL语言查询与DataFluxFunc函数开发
product 42 102.6× 116
https://www.guance.com/partner/aws/do_global
观测云-ELK替代工具,数据统一关联,全链路可观测化
integrations 42 83.8× 144
https://www.guance.com/partner
观测云-中国国内领先的云计算服务商提供系统可观测性
integrations 42 87.5× 194
https://www.guance.com/partner/aws
观测云-AWS中国区APN合作伙伴,提供一体化可观测解决方案
integrations 42 100.7× 117
Showing 20 of 76 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/product/ 18 39 0% 113.5× High JS Bloat
/learn/ 18 38 1% 524.1× Bot Blocked
/solution/ 11 32 0% 138.0× High JS Bloat
/partner/ 4 42 0% 93.1× High JS Bloat
/aboutUs/ 3 40 0% 133.1× High JS Bloat
/trust/ 2 42 0% 86.1× High JS Bloat
/knowledge/ 2 40 0% 119.2× High JS Bloat
/features/ 1 29 0% 151.3× High JS Bloat
/case-studies/ 1 29 0% 151.3× High JS Bloat
/product-dashboard/ 1 42 0% 85.3× High JS Bloat
/blog/ 1 29 0% 151.3× High JS Bloat
/customer/ 1 39 0% 115.6× High JS Bloat
/community/ 1 29 0% 151.3× High JS Bloat
/billing/ 1 62 0% 26.7× High JS Bloat
/products/ 1 29 0% 151.3× High JS Bloat
🔄 Re-Crawl & Update 📡 Track this Domain

Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).

🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/guance.com

Get your free API key — 100 requests/month included.

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to guance.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
guance.com (this site) 64 80 Express 3.0× 0
jitterbit.net 82 88 WordPress 2.7× 1 Compare →
neweracap.com 83 88 Next.js 2.5× 2 Compare →
fastpng.com 84 90 WordPress 3.9× 2 Compare →
blastengine.jp 82 95 WordPress 2.7× 3 Compare →
lode777true.com 86 95 Cloudflare Pages 4.7× 1 Compare →
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📊 Semantic Share of Voice

How often would an AI cite guance.com when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to guance.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Guance",
  "url": "https://guance.com",
  "logo": "https://guance.com/logo.png",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Guance",
  "url": "https://guance.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://guance.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Guance?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Guance does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Guance work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Guance."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for guance.com:

Current Score
80
Projected Score
93
Improvement
+13 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →